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We propose new methods for evaluating predictive densities. The methods include Kolmogorov-Smirnov and Cramer-von Mises-type tests for the correct specification of predictive densities robust to dynamic mis-specification. The novelty is that the tests can detect mis-specification in the...
Persistent link: https://www.econbiz.de/10010643190
underpredict when the observed inflation rate at the time of forecasting is higher than an estimated threshold of 1.8%. The bias is … most pronounced at intermediate forecasting horizons. This suggests that inflation is projected to revert towards the … target too quickly. These results cannot be fully explained by the persistence embedded in the forecasting models nor by …
Persistent link: https://www.econbiz.de/10014532443
This paper contains the results of a non parametric multi-step ahead forecast for the monthly Colombian inflation, using Mean conditional Kernel estimation over inflation changes, with no inclusion of exogenous variables. The results are compared with those from an ARIMA and a nonlinear STAR....
Persistent link: https://www.econbiz.de/10005783908
hybrid forecasts. Superior forecasting performance is achieved by both, taking into account the conditional expected …
Persistent link: https://www.econbiz.de/10004967931
forecasting performance of econometric models incorporating asymmetric price transmission from crude oil to gasoline. In this … point forecasting, while it can be exploited to produce more accurate sign and probability forecasts. Finally, we highlight … that the forecasting performance of the estimated models is time-varying. …
Persistent link: https://www.econbiz.de/10010901437
We propose new methods for comparing the relative out-of-sample forecasting performance of two competing models in the … presence of possible instabilities. The main idea is to develop a measure of the relative ìlocal forecasting performanceî for … the out-of-sample forecasting performance of monetary models of exchange rate determination relative to the random walk. …
Persistent link: https://www.econbiz.de/10005198735
We evaluate various models' relative performance in forecasting future US output growth and inflation on a monthly … essentially useless in the last two decades. When forecasting inflation, instead, fewer predictors are significant (among which …
Persistent link: https://www.econbiz.de/10008549062
and six quarters, ii) Using disaggregated price data improves forecasting performance, and iii) The factors are related to …
Persistent link: https://www.econbiz.de/10008494216
the strongest when forecasting one step-ahead and that it diminishes as the forecast horizon increases. There exists …, therefore, no potential whatsoever for the considered nonlinear models to outperform linear ones when forecasting far ahead. We …
Persistent link: https://www.econbiz.de/10005135159
The forecast performance of the empirical ESTAR model of Taylor, Peel and Sarno (2001) is examined for 4 bilateral real exchange rate series over an out-of-sample eval-uation period of nearly 12 years. Point as well as density forecasts are constructed, considering forecast horizons of 1 to 22...
Persistent link: https://www.econbiz.de/10005092403